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Model reference · open weights

RealVideo

Available as managed deployment LLMs zai-org Omni (any→any) 1 variants 0 dl/mo

RealVideo is an open-weight language model from zai-org. AxForge deploys and operates it for you on dedicated EU-owned hardware — with the licence handled where one is required.

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Available as managed deployment — configured and operated for you on dedicated EU hardware, quoted per deployment.

What it is

Makerzai-org
TypeLanguage models
TaskOmni (any→any)
Based onWan-AI/Wan2.2-S2V-14B
Released2025-12-11
Popularity0 downloads / month
LicenceOpen weights

About

What RealVideo is

RealVideo is a WebSocket-based video calling system that supports text input. It leverages GLM-4.5-AirX and GLM-TTS models to generate audio responses and utilizes autoregressive diffusion to generate corresponding video frames. The system features a modular design with full functionality and a clean code structure. Visit blog here!

Features

  • Text Input: Supports text message input.
  • AI Voice Response: Integrates GLM-4.5-AirX and GLM-TTS models to generate voice responses.
  • Lip Sync: Generates real-time conversational video based on any input image and audio.
  • Real-time Communication: WebSocket-based real-time bidirectional communication.

Quick Start

you can check in our GitHub.

Technical Highlights

  • Model Integration: Allows for convenient and quick voice cloning, taking text input to generate audio output.
  • Modular Design: Clear code structure, easy to maintain and extend.
  • Real-time Performance: Optimized audio processing and real-time video generation algorithms.

Acknowledgements

This project utilizes the following open-source libraries:

From the published model card. Full card on the HuggingFace links in the sidebar.

How it works

How language models work

Your prompttext / messagesTransformerattention over tokensNext-token loopgenerate + streamResponsetext · tool callsA language model reads your tokens and predicts the next one, again and again, streaming the reply back.

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys realvideo for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (realvideo below is illustrative; you get the exact model name on deployment.)

$ curl -sS https://api.axforge.ai/v1/chat/completions \
  -H "Authorization: Bearer $AXFORGE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"realvideo","messages":[{"role":"user","content":"Hello"}]}'

Create an account — your API key is available in the console. 5M tokens/month currently included with every new account at launch.

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